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Matthew G. Perich
Matthew G. Perich
Assistant Professor, Université de Montréal and Mila
Verifisert e-postadresse på umontreal.ca - Startside
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Neural manifolds for the control of movement
JA Gallego, MG Perich, LE Miller, SA Solla
Neuron 94 (5), 978-984, 2017
6252017
Long-term stability of cortical population dynamics underlying consistent behavior
JA Gallego*, MG Perich*, RH Chowdhury, SA Solla^, LE Miller^
Nature Neuroscience, 1-11, 2020
3362020
Cortical population activity within a preserved neural manifold underlies multiple motor behaviors
JA Gallego, MG Perich, SN Naufel, C Ethier, SA Solla, LE Miller
Nature communications 9 (1), 4233, 2018
3182018
Machine learning for neural decoding
JI Glaser, AS Benjamin, RH Chowdhury, MG Perich, LE Miller, KP Kording
eneuro 7 (4), 2020
3112020
A neural population mechanism for rapid learning
MG Perich, JA Gallego, LE Miller
Neuron 100 (4), 964-976. e7, 2018
1852018
Epidural electrical stimulation of the cervical dorsal roots restores voluntary upper limb control in paralyzed monkeys
B Barra*, S Conti*, MG Perich, K Zhuang, G Schiavone, F Fallegger, ...
Nature Neuroscience, 1-11, 2022
822022
Rethinking brain-wide interactions through multi-region ‘network of networks’ models
MG Perich, K Rajan
Current Opinion in Neurobiology 65, 146-151, 2020
762020
Preserved neural dynamics across animals performing similar behaviour
M Safaie, JC Chang, J Park, LE Miller, JT Dudman, MG Perich*, ...
Nature, 1-7, 2023
712023
Population coding of conditional probability distributions in dorsal premotor cortex
JI Glaser, MG Perich, P Ramkumar, LE Miller, KP Kording
Nature communications 9 (1), 1788, 2018
662018
A cryptography-based approach for movement decoding
EL Dyer, M Gheshlaghi Azar, MG Perich, HL Fernandes, S Naufel, ...
Nature biomedical engineering 1 (12), 967-976, 2017
642017
Inferring brain-wide interactions using data-constrained recurrent neural network models
MG Perich, C Arlt, S Soares, ME Young, CP Mosher, J Minxha, E Carter, ...
BioRxiv, 2020.12. 18.423348, 2020
592020
Linear-nonlinear-time-warp-poisson models of neural activity
PN Lawlor, MG Perich, LE Miller, KP Kording
Journal of computational neuroscience 45, 173-191, 2018
552018
A spinal cord neuroprosthesis for locomotor deficits due to Parkinson’s disease
T Milekovic^, E Moraud^, N Macellari*, C Moerman*, F Raschellà*, S Sun*, ...
Nature Medicine, 1-12, 2023
492023
Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner
C Gallego-Carracedo, MG Perich, RH Chowdhury, LE Miller, JÁ Gallego
Elife 11, e73155, 2022
442022
Targeted Neural Dynamical Modeling
CL Hurwitz, A Srivastava, K Xu, J Jude, MG Perich, LE Miller, MH Hennig
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
392021
Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling
S Wen, A Yin, T Furlanello, MG Perich, LE Miller, L Itti
Nature Biomedical Engineering 7 (4), 546-558, 2021
382021
A Unified, Scalable Framework for Neural Population Decoding
M Azabou, V Arora, V Ganesh, X Mao, S Nachimuthu, MJ Mendelson, ...
NeurIPS, 2023
352023
Motor cortical dynamics are shaped by multiple distinct subspaces during naturalistic behavior
MG Perich, S Conti, M Badi, A Bogaard, B Barra, S Wurth, J Bloch, ...
BioRxiv, 2020.07. 30.228767, 2020
342020
Small, correlated changes in synaptic connectivity may facilitate rapid motor learning
B Feulner, MG Perich, RH Chowdhury, LE Miller, JA Gallego, C Clopath
Nature communications 13 (1), 1-14, 2022
272022
Altered tuning in primary motor cortex does not account for behavioral adaptation during force field learning
MG Perich, LE Miller
Experimental Brain Research 235 (9), 2689–2704, 2017
262017
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Artikler 1–20